Results 11 to 20 of about 28,372 (157)
Human Gait Activity Recognition Machine Learning Methods
Sensors, 2023 Human gait activity recognition is an emerging field of motion analysis that can be applied in various application domains. One of the most attractive applications includes monitoring of gait disorder patients, tracking their disease progression and the ...
Jan Slemenšek +6 more
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Human Activity Recognition [PDF]
, 2005 Motion is an important cue for the human visual system Mobiles have fascinated children, Zeno (circa 500 B.C.) studied moving arrows to pose a paradox and Zeke is investigating the human brain devoted to the understanding of motion. In computer vision research, motion has played an important role for the past thirty years.
Rama Chellappa +2 more
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Indirect Recognition of Predefined Human Activities [PDF]
Sensors, 2020 The work investigates the application of artificial neural networks and logistic regression for the recognition of activities performed by room occupants. KNX (Konnex) standard-based devices were selected for smart home automation and data collection.
Ojan Majidzadeh Gorjani +3 more
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LSTM-CNN Architecture for Human Activity Recognition
IEEE Access, 2020 In the past years, traditional pattern recognition methods have made great progress. However, these methods rely heavily on manual feature extraction, which may hinder the generalization model performance.
Kun Xia, Jianguang Huang, Hanyu Wang
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RECOGNITION OF HUMAN ACTIVITY BY VIDEO DATA
International Journal of Advanced Studies, 2022 The paper considers the problem solution of classifying the type of physical activity of a person according to visual data. The authors propose using of deep neural networks to determine the type of activity.
Anna V. Pyataeva +3 more
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Two-Stage Human Activity Recognition Using 2D-ConvNet.
International Journal of Interactive Multimedia and Artificial Intelligence, 2020 There is huge requirement of continuous intelligent monitoring system for human activity recognition in various domains like public places, automated teller machines or healthcare sector.
Kamal Kant Verma +3 more
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Personalization in Human Activity Recognition
CoRR, 2020 2 ...
Anna Ferrari +3 more
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Human Activity Recognition With Commercial WiFi Signals
IEEE Access, 2022 The next generation of mobile communication aims to extend the capabilities of traditional communication by reshaping the environment with wireless signals.
Chen Tian +6 more
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An Efficient Human Activity Recognition Technique Based on Deep Learning [PDF]
, 2019 In this paper, we present a new deep learning-based human activity recognition technique. First, we track and extract human body from each frame of the video stream. Next, we abstract human silhouettes and use them to create binary space-time maps (BSTMs)
KHELALEF, Aziz +5 more
core +1 more source